AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline logloss 1.04705 1.49
2_DecisionTree Decision Tree logloss 0.0176364 26.92
the best 3_Default_Xgboost Xgboost logloss 0.000281915 32.04
4_Default_NeuralNetwork Neural Network logloss 0.0176435 12.45
5_Default_RandomForest Random Forest logloss 0.00309481 33.2
Ensemble Ensemble logloss 0.000281915 0.81

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation